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Tytuł artykułu

Implementation of declarative framework for decision support system in scheduling problems

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Języki publikacji
EN
Abstrakty
EN
Scheduling problems appear frequently at different levels of decisions. They are usually characterized by many types of constraints, which make them unstructured and difficult to solve (NP-complete). Traditional mathematical programming approaches are deficient because their representation of constraints is artificial (using 0-1 variables). Unlike traditional approaches, constraint logic programming (CLP) provides for a natural representation of heterogeneous constraints. In CLP we state the problem requirements by constraints; we do not need to specify how to meet these requirements. In this paper we propose a declarative framework for decision support system (DSS) for constrained search problems implemented by CLP and relational SQL database. We illustrate this concept by the implementation of a DSS for scheduling problems with external resources in different production organization environments.
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69--86
Opis fizyczny
Bibliogr. 9 poz., fig., tab.
Twórcy
autor
  • Technical University of Kielce, Control and Management Systems Section, 1000-PP 7, Kielce
autor
  • Technical University of Kielce, Control and Management Systems Section, 1000-PP 7, Kielce
Bibliografia
  • 1. LIAO S.Y., WANG H.Q., LIAO L.J.: An extended formalism to constraint logic programming for decision analysis, Knowledge-based Systems 15, 2002 , pp 189-202.
  • 2. PEABODY G.: Interpath connects Customer to SAP Applications via World-class Communications, Data Center and Support Infrastructure Aberdeen Group 2000.
  • 3. LACITY M.C., HIRSCHHEIM L, WILLCOCKS: Realizing outsourcing expectations, Information Systems Management 11(4), 1994, pp 7-18.
  • 4. BISDORFF R., LAURENT S. “Industrial linear optimization problem solved by constraint logic programming”, European Journal of Operational Research 84 (1), 1995, pp 82-95.
  • 5. LAMMA E., MELLO P., MILANO M. “A distributed constrained-based scheduler”, Artificial Intelligence in Engineering 11,1997, pp 91-105.
  • 6. LEE H.G., LEE G. Yu., “Constraint logic programming for qualitative and quantitative constraint satisfaction problems”, Decision Support Systems 16 (1), 1996, pp 67-83.
  • 7. RYU U. Young .”Constraint logic programming framework for integrated decision supports” Decision Support Systems 22, 1998, pp 155-170.
  • 8. BENNETT Ch. TIMBRELL G.: Application Services Providers: Will They Succeed ?, Information Systems Frontiers, pp 195 – 211, Kluwer Academic Publishers, 2000.
  • 9. http://www.cs.kuleuven.ac.be/
Typ dokumentu
Bibliografia
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bwmeta1.element.baztech-dca0981d-0a98-46a2-8167-cebc798a59bc
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